In last years the interest in indoor localization techniques is grown very quickly: due to huge increase of interest in domotic technologies and to fast improvement of capabilities for mobile devices, which are becoming always-connected support points for standard users, the capability of making spatial data-contextualization has become an important point of interest. Existing GPS technologies aren’t capable of realizing sufficient accuracy needed for indoor positioning, so it is necessary to find alternative cost-effective methods to resolve localization problem. Excluding odometry-based tracking methods (which present a lot of uncertainty for making an abso- lute positioning), famous signal DoA (Direction Of Arrival) spectral-based localization algorithms like CAPON, ESPRIT, MUSIC[1],[2] provide valid localization accuracy assuming device capability to analyze in real-time physical parameters (amplitude/phase) of received radiocommunication signals to a spatial antenna array. This re- quirement could be achieved using ad-hoc radio equipment, which causes an increase of production costs: maybe, it is far better to develop some kind of new algorithms capable of using standard IEEE wireless protocols infor- mation (like RSS indicator, RSSI) for positioning elaboration. In this article, it will be analytically demonstrated the capability of MUSIC[1] algorithm to elaborate RSSI standard transceiver values (placing some measurement conditions), and there will be shown a comparison between DoA localizations using the classical information set (amplitude/phase) and the RSSI set (obtained simply reading transceiver standard registers).

On the duality of Phase-based and Phase-less RSSI MUSIC algorithm for Direction of Arrival estimation / Marco Passafiume; Stefano Maddio; Alessandro Cidronali; Gianfranco Manes. - ELETTRONICO. - (2014), pp. 48-54. (Intervento presentato al convegno 3rd International Conference on CIRCUITS, SYSTEMS, COMMUNICATIONS, COMPUTERS and APPLICATIONS (CSCCA '14) tenutosi a Florence nel 22-24 November 2014).

On the duality of Phase-based and Phase-less RSSI MUSIC algorithm for Direction of Arrival estimation

PASSAFIUME, MARCO;MADDIO, STEFANO;CIDRONALI, ALESSANDRO;MANES, GIANFRANCO
2014

Abstract

In last years the interest in indoor localization techniques is grown very quickly: due to huge increase of interest in domotic technologies and to fast improvement of capabilities for mobile devices, which are becoming always-connected support points for standard users, the capability of making spatial data-contextualization has become an important point of interest. Existing GPS technologies aren’t capable of realizing sufficient accuracy needed for indoor positioning, so it is necessary to find alternative cost-effective methods to resolve localization problem. Excluding odometry-based tracking methods (which present a lot of uncertainty for making an abso- lute positioning), famous signal DoA (Direction Of Arrival) spectral-based localization algorithms like CAPON, ESPRIT, MUSIC[1],[2] provide valid localization accuracy assuming device capability to analyze in real-time physical parameters (amplitude/phase) of received radiocommunication signals to a spatial antenna array. This re- quirement could be achieved using ad-hoc radio equipment, which causes an increase of production costs: maybe, it is far better to develop some kind of new algorithms capable of using standard IEEE wireless protocols infor- mation (like RSS indicator, RSSI) for positioning elaboration. In this article, it will be analytically demonstrated the capability of MUSIC[1] algorithm to elaborate RSSI standard transceiver values (placing some measurement conditions), and there will be shown a comparison between DoA localizations using the classical information set (amplitude/phase) and the RSSI set (obtained simply reading transceiver standard registers).
2014
Recent Advances in Electrical and Electronical Engineering
3rd International Conference on CIRCUITS, SYSTEMS, COMMUNICATIONS, COMPUTERS and APPLICATIONS (CSCCA '14)
Florence
22-24 November 2014
Marco Passafiume; Stefano Maddio; Alessandro Cidronali; Gianfranco Manes
File in questo prodotto:
File Dimensione Formato  
2014_CSCCA - On the duality of Phase-based and Phase-less RSSI MUSIC algorithm for DoA estimation.pdf

accesso aperto

Descrizione: Articolo principale
Tipologia: Pdf editoriale (Version of record)
Licenza: Tutti i diritti riservati
Dimensione 971.92 kB
Formato Adobe PDF
971.92 kB Adobe PDF

I documenti in FLORE sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificatore per citare o creare un link a questa risorsa: https://hdl.handle.net/2158/919533
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
social impact